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Displaying 1 - 10 of 39 Publications- … the accuracy of predictions. Here, we developed a novel ML model that integrated a hybrid Prophet-ANN and snapshot … 102991. https://doi.org/10.1016/j.ecoinf.2024.102991. … Biogeochemical model … CO2 … Forest ecosystem … ML model … …AuthorsS.N. Ferdous, J.P. Ahire, R. Bergman, L. Xin, E. Blanc-Betes, Z. Zhang, J. WangKeywordsSourceJournal: Ecological InformaticsYear2025
- … These previous findings, however, rely on soil biogeochemical models that implicitly represent microbial … physiology. Here we present results from a biogeochemical model testbed that allows us to investigate how an explicit …AuthorsWilliam R. Wieder, Melannie D. Hartman, Emily Kyker‐Snowman, Brooke Eastman, Katerina Georgiou, Derek Pierson, Katherine S. Rocci, A. Stuart. GrandyKeywordsSourceJournal of Advances in Modeling Earth Systems. 16: e2023MS004156.Year2024
- … Herbivorous insects alter biogeochemical cycling within forests, but the magnitude of … understood. To address this knowledge gap and help improve biogeochemical models, we established a global network of 74 …AuthorsBernice C. Hwang, Christian P. Giardina, Stephen Adu-Bredu, M. Noelia Barrios-Garcia, Julio C. Calvo-Alvarado, Greta C. Dargie, Haoyu Diao, Virginia G. Duboscq-Carra, Andreas Hemp, Claudia Hemp, Walter Huaraca Huasco, Aleksandr V Ivanov, Nels Johnson, Dries P. J. Kuijper, Simon L. Lewis, Paulina Lobos-Catalán, Yadvinder Malhi, Andrew R. Marshall, Levan Mumladze, Alain Senghor K. Ngute, Ana C. Palma, Ion Catalin Petritan, Mariano A. Rordriguez-Cabal, Ifo A. Suspense, Asiia Zagidullina, Tommi Andersson, Darcy F. Galiano-Cabrera, Mylthon Jiménez-Castillo, Marcin Churski, Shelley A. Gage, Nina Filippova, Kainana S. Francisco, Morgan Gaglianese-Woody, Giorgi Iankoshvili, Mgeta Adidas Kaswamila, Herman Lyatuu, Y. E. Mampouya Wenina, Brayan Materu, M. Mbemba, Ruslan Moritz, Karma Orang, Sergey Plyusnin, Beisit L. Puma Vilca, Maria Rodríguez-Solís, Pavel Šamonil, Kinga M. Stępniak, Seana K. Walsh, Han Xu, Daniel B. MetcalfeSourceNature Communications. 15(1): 142.Year2024
- … of photosynthesis and transpiration. Being able to model these dates is therefore critical to accurately representing ecosystem processes in biogeochemical models. Despite this, there has been …AuthorsAaron Teets, Amey S. Bailey, Koen Hufkens, Scott Ollinger, Christina Schädel, Bijan Seyednasrollah, Andrew D. RichardsonKeywordsSourceOecologiaYear2023
- … The biogeochemical model, PnET-BGC, was modified and … Brook Experimental Forest (HBEF), New Hampshire, USA. The model simulated the hydrology, biomass accumulation, and soil …AuthorsMahnaz Valipour, Chris E. Johnson, John J. Battles, John L. Campbell, Timothy J. Fahey, Habibollah Fakhraei, Charles T. DriscollKeywordsSourceBiogeochemistryYear2022
- … change increasingly affects primary productivity and biogeochemical cycles in forest ecosystems at local and … soil, and hydrologic processes, we applied an integrated biogeochemical model Photosynthesis-EvapoTranspration and BioGeoChemistry …AuthorsHailong Huang, Wei Wu, Katherine Elliott, Chelcy Miniat, Charles DriscollSourceFrontiers in Forests and Global ChangeYear2022
- … hourly measurements of soil CO 2 flux. We also developed a biogeochemical model to explore the mechanisms that gave rise to observed …AuthorsBonnie G. Waring, Kenneth R. Smith, Edmund E. Grote, Armin Howell, Robin Reibold, Colin L. Tucker, Sasha C. ReedSourceJournal of Geophysical Research: BiogeosciencesYear2021
- … (HBEF), New Hampshire, USA. In this study, the confirmed model was used as a heuristic tool to investigate … to inform long-term sustainable forest management using a biogeochemical model. Science of The Total Environment. …AuthorsMahnaz Valipour, Chris E. Johnson, John J. Battles, John L. Campbell, Timothy J. Fahey, Habibollah Fakhraei, Charles T. DriscollKeywordsSourceScience of The Total EnvironmentYear2021
- … studies using methods such as atmospheric inversion, biogeochemical modeling, and field inventories have produced … resolution using an enhanced dynamic global vegetation model and comprehensive land cover change data. Effects of …AuthorsJinxun Liu, Benjamin M. Sleeter, Zhiliang Zhu, Thomas R. Loveland, Terry Sohl, Stephen M. Howard, Carl H. Key, Todd Hawbaker, Shuguang Liu, Bradley Reed, Mark A. Cochrane, Linda S. Heath, Hong Jiang, David T. Price, Jing M. Chen, Decheng Zhou, Norman B. Bliss, Tamara Wilson, Jason Sherba, Qiuan Zhu, Yiqi Luo, Benjamin PoulterKeywordsSourceGlobal Change BiologyYear2020
- … Concentration Pathways (RCP)were applied as inputs to a biogeochemical model, PnET-BGC, to examine potential future dynamics of …AuthorsZheng Dong, Charles T. Driscoll, Sherri L. Johnson, John L. Campbell, Afshin Pourmokhtarian, Anne M.K. Stoner, Katharine HayhoeSourceScience of The Total EnvironmentYear2019